Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "32" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 97 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 95 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459914 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.351793 | 26.965591 | -0.597571 | 2.543254 | -0.020939 | 4.295773 | -0.160777 | 3.807299 | 0.7207 | 0.6593 | 0.2927 | nan | nan |
| 2459913 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.226450 | 27.169907 | -0.569759 | 2.339074 | 0.152352 | 3.379700 | 0.615638 | 7.635334 | 0.6847 | 0.5878 | 0.3849 | nan | nan |
| 2459912 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.039656 | 23.390740 | -0.623959 | 2.230995 | -0.137800 | 3.131065 | 0.235595 | 8.427507 | 0.6639 | 0.5772 | 0.3834 | nan | nan |
| 2459911 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.596090 | 21.913072 | -0.547375 | 2.073101 | -0.255016 | 4.684100 | 1.881176 | 6.527635 | 0.6540 | 0.5812 | 0.3810 | nan | nan |
| 2459910 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.228232 | 20.786267 | -0.215740 | 1.974752 | 10.640436 | 5.125904 | 5.175829 | 7.973005 | 0.6321 | 0.5833 | 0.3550 | nan | nan |
| 2459909 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.170158 | 22.232542 | -0.089003 | 1.994578 | 9.698871 | 3.186021 | 3.099082 | 11.641833 | 0.6163 | 0.5776 | 0.3378 | nan | nan |
| 2459908 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.371355 | 22.982493 | 0.053610 | 1.952262 | 10.651326 | 4.155813 | 10.999793 | 5.009750 | 0.6070 | 0.5900 | 0.3052 | nan | nan |
| 2459907 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 13.748294 | 22.379181 | 0.085452 | 2.045769 | 10.425216 | 4.019804 | 2.984303 | 11.632296 | 0.5970 | 0.5864 | 0.2891 | nan | nan |
| 2459906 | RF_maintenance | 100.00% | 26.11% | 26.11% | 0.00% | - | - | 8.671259 | 23.053170 | -0.214090 | 2.061559 | 9.673785 | 4.445270 | 0.612877 | 4.999879 | 0.5008 | 0.4515 | 0.2864 | nan | nan |
| 2459905 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.607501 | 23.337410 | -0.571200 | 2.060411 | 0.430154 | 1.022781 | 3.841850 | 23.278371 | 0.6422 | 0.5711 | 0.3865 | nan | nan |
| 2459904 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.051647 | 23.146935 | -0.083476 | 2.323278 | 13.239252 | 1.485364 | 7.367349 | 7.155846 | 0.5990 | 0.5657 | 0.3305 | nan | nan |
| 2459903 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 17.773604 | 19.024363 | 0.351499 | 1.939625 | 10.095948 | 8.710222 | 3.742851 | 24.781835 | 0.5732 | 0.5860 | 0.2861 | nan | nan |
| 2459902 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.757903 | 25.250327 | 0.014648 | 2.086725 | 11.795340 | 4.576285 | 5.498939 | 10.491707 | 0.6152 | 0.5842 | 0.3058 | nan | nan |
| 2459901 | RF_maintenance | 100.00% | 69.33% | 69.33% | 0.00% | - | - | 11.019160 | 25.330665 | -0.060666 | 2.041718 | 8.183457 | 4.157506 | 4.202444 | 7.291084 | 0.2182 | 0.1940 | 0.1109 | nan | nan |
| 2459900 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.713118 | 23.938647 | -0.080415 | 2.180356 | 14.352429 | 9.589611 | 2.534929 | 9.123658 | 0.5790 | 0.5361 | 0.2868 | nan | nan |
| 2459898 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 15.303299 | 21.327405 | 0.158919 | 1.995941 | 13.845890 | 6.038668 | 4.986511 | 6.835324 | 0.5797 | 0.5759 | 0.2598 | nan | nan |
| 2459897 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.349464 | 21.598143 | -0.273665 | 2.144007 | 14.671546 | 5.500422 | 5.245060 | 6.374573 | 0.6111 | 0.5770 | 0.3184 | nan | nan |
| 2459896 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 16.597625 | 20.406173 | 0.282099 | 1.987035 | 16.761025 | 6.151064 | 8.762355 | 14.945812 | 0.5709 | 0.5861 | 0.2500 | nan | nan |
| 2459895 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.357328 | 26.057454 | -0.585143 | 2.546353 | 4.446570 | 2.598425 | -0.059215 | 4.341352 | 0.7650 | 0.7124 | 0.2412 | nan | nan |
| 2459894 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.522818 | 26.902212 | -0.751106 | 2.044255 | -0.079237 | 5.435887 | 1.082944 | 5.348652 | 0.6773 | 0.5937 | 0.3558 | nan | nan |
| 2459893 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 15.883962 | 26.765829 | 0.768621 | -0.038750 | 13.929570 | 5.385716 | 19.981154 | 6.480794 | 0.5968 | 0.5888 | 0.2431 | nan | nan |
| 2459892 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 14.782136 | 25.494299 | 0.890751 | -0.218780 | 11.141786 | 3.603981 | 5.405993 | 15.700352 | 0.6051 | 0.5981 | 0.2609 | nan | nan |
| 2459891 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.949935 | 24.119619 | 0.814592 | -0.101153 | 18.053813 | 4.408726 | 1.521595 | 1.640745 | 0.5889 | 0.5874 | 0.2574 | nan | nan |
| 2459890 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.704435 | 24.435290 | 0.452036 | -0.348332 | 4.506699 | 3.222504 | 20.709866 | 38.249341 | 0.6511 | 0.5930 | 0.3386 | nan | nan |
| 2459889 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.864194 | 27.770514 | 0.295323 | -0.218881 | 17.884751 | 7.360887 | 3.301696 | 1.612140 | 0.6349 | 0.5939 | 0.3135 | nan | nan |
| 2459888 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.732405 | 22.264168 | 1.013798 | -0.333006 | 16.454119 | 6.484469 | 38.279405 | 9.013938 | 0.6305 | 0.6186 | 0.2722 | nan | nan |
| 2459887 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.867956 | 23.247597 | 1.076472 | -0.464892 | 15.095786 | 5.861124 | 74.299131 | 20.943250 | 0.6144 | 0.5945 | 0.2984 | nan | nan |
| 2459886 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 13.093452 | 30.529156 | 0.834578 | -0.283094 | 9.632441 | 1.120911 | 2.441334 | 2.348532 | 0.6985 | 0.6817 | 0.2540 | nan | nan |
| 2459885 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 13.685808 | 31.176155 | 3.134363 | 4.554277 | 13.937615 | 18.272781 | 35.672838 | 52.312110 | 0.6880 | 0.6666 | 0.3056 | nan | nan |
| 2459884 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.235266 | 23.854867 | 0.332242 | -0.434851 | -0.768814 | 4.543396 | 1.981354 | 30.831295 | 0.6476 | 0.5939 | 0.3427 | nan | nan |
| 2459883 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 17.875420 | 24.219624 | 4.709367 | 4.094995 | 12.726181 | 9.668104 | 47.750258 | 347.968139 | 0.6130 | 0.6190 | 0.2952 | nan | nan |
| 2459882 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 17.534416 | 45.417459 | 2.862887 | 4.982901 | 1.878383 | 9.411089 | 9.367119 | 73.330551 | 0.6487 | 0.6055 | 0.3223 | nan | nan |
| 2459881 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.380643 | 20.409892 | 3.222706 | 5.570022 | 2.472157 | 25.012711 | 4.747493 | 39.024831 | 0.6883 | 0.6636 | 0.2793 | nan | nan |
| 2459880 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.881740 | 26.739937 | 3.447844 | 4.736612 | 7.585586 | 8.795996 | 7.060306 | 160.239283 | 0.6405 | 0.6186 | 0.3465 | nan | nan |
| 2459879 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 15.317379 | 15.538562 | 1.299403 | -0.496077 | 7.230880 | 6.806403 | 1.589393 | 3.653775 | 0.5702 | 0.6061 | 0.3021 | nan | nan |
| 2459878 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 28.856769 | 27.328342 | 11.204876 | 5.217870 | 5.755074 | 9.655592 | 39.040944 | 56.633525 | 0.5485 | 0.5945 | 0.2324 | nan | nan |
| 2459876 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 25.118645 | 11.236429 | 5.221253 | 4.385819 | 31.167135 | 41.238380 | 29.381289 | 112.598276 | 0.6073 | 0.6485 | 0.3110 | nan | nan |
| 2459875 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.548332 | 38.949876 | 2.660110 | 5.839770 | 6.385767 | 10.249734 | 7.450644 | 33.172534 | 0.6755 | 0.6312 | 0.3297 | nan | nan |
| 2459874 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 45.692904 | 18.574674 | 3.803323 | 2.991325 | 12.732157 | 24.799334 | 27.577895 | 54.003876 | 0.5870 | 0.6379 | 0.2980 | nan | nan |
| 2459873 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 19.765948 | 36.621271 | 3.405770 | 3.241585 | 10.422293 | 7.320303 | 18.925114 | 39.407733 | 0.6273 | 0.5926 | 0.2727 | nan | nan |
| 2459872 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.164180 | 35.579038 | 2.128401 | 5.153518 | 3.642582 | 18.710458 | 1.643028 | 12.554568 | 0.6527 | 0.6058 | 0.3212 | nan | nan |
| 2459871 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.122214 | 30.154478 | 3.067875 | 5.406301 | 7.271038 | 9.209941 | 2.503555 | 26.199168 | 0.6541 | 0.6031 | 0.3129 | nan | nan |
| 2459870 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 31.451099 | 39.673936 | 4.830826 | 4.067393 | 20.298430 | 9.119450 | 10.223153 | 2.194205 | 0.6138 | 0.6109 | 0.2767 | nan | nan |
| 2459869 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 36.989794 | 32.819746 | 7.036576 | 3.234976 | 4.905379 | 7.969451 | 7.196549 | 11.265560 | 0.5909 | 0.6282 | 0.2294 | nan | nan |
| 2459868 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 22.383363 | 35.433211 | 6.464819 | 5.166920 | 15.538428 | 16.293584 | 18.588584 | 96.698230 | 0.6129 | 0.6142 | 0.2897 | nan | nan |
| 2459867 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.127935 | 21.809575 | 2.768883 | 4.843382 | 9.898829 | 9.286629 | 5.359626 | 6.865613 | 0.6626 | 0.6243 | 0.3605 | nan | nan |
| 2459866 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 18.843558 | 30.109827 | 5.298118 | 3.631145 | 14.415151 | 9.517259 | 10.052815 | 60.143143 | 0.6200 | 0.6098 | 0.2649 | nan | nan |
| 2459865 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.012407 | 41.340523 | 1.440347 | 5.605064 | -0.711879 | 13.446474 | 1.925953 | 19.748635 | 0.7250 | 0.6500 | 0.3298 | nan | nan |
| 2459864 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.723619 | 42.629714 | -0.143026 | 2.636401 | -0.720926 | 14.842638 | 1.935197 | 48.231640 | 0.6985 | 0.6229 | 0.3807 | nan | nan |
| 2459863 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.165121 | 12.073752 | -1.417760 | -1.755987 | -0.796908 | 11.455882 | 1.932173 | 33.994112 | 0.6934 | 0.6309 | 0.3729 | nan | nan |
| 2459862 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.391496 | 34.603868 | 0.465397 | 3.179761 | -0.791451 | 6.027731 | 0.385141 | 0.819411 | 0.6749 | 0.6107 | 0.3773 | nan | nan |
| 2459861 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.666432 | 25.853558 | -0.535740 | -0.786880 | 5.899780 | -0.454384 | 9.759158 | 1.586984 | 0.6794 | 0.6076 | 0.3328 | nan | nan |
| 2459860 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 18.993451 | 24.164645 | 0.404340 | 2.305684 | 15.218353 | 6.242322 | 6.788571 | 0.727887 | 0.6005 | 0.5975 | 0.2401 | nan | nan |
| 2459859 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.263898 | 22.231453 | -0.108021 | -0.948708 | 8.533105 | -0.665369 | 16.258408 | 3.558566 | 0.6391 | 0.6039 | 0.2654 | nan | nan |
| 2459858 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.004310 | 24.927127 | -0.365296 | -1.056592 | 10.033026 | -0.455477 | 3.812394 | 1.792792 | 0.6731 | 0.6115 | 0.3031 | 2.851054 | 2.898047 |
| 2459857 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.597223 | 6.197597 | -0.075499 | -1.001313 | -0.155392 | 1.304172 | -0.803954 | 0.179008 | 0.0250 | 0.0254 | 0.0004 | nan | nan |
| 2459856 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 31.059501 | 27.944837 | 0.892812 | 2.518300 | 2.801899 | 10.990049 | 5.198876 | 19.335556 | 0.5996 | 0.6290 | 0.2317 | 2.669142 | 2.654476 |
| 2459855 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 20.220934 | 28.981214 | 7.608984 | 11.431200 | 10.086162 | 4.207450 | 2.857118 | 0.779364 | 0.6269 | 0.6161 | 0.2922 | 2.911894 | 2.601982 |
| 2459854 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.632142 | 4.595312 | 17.235495 | 18.774919 | 5.877970 | 5.464044 | 0.173323 | 1.623325 | 0.6346 | 0.6795 | 0.3168 | 2.503126 | 2.199232 |
| 2459853 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.072398 | 8.397500 | 21.579305 | 22.664197 | 4.639148 | 8.792060 | 0.643812 | -0.430664 | 0.6210 | 0.6033 | 0.2412 | 3.291033 | 2.830074 |
| 2459852 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.967523 | 11.952485 | 22.429981 | 22.314322 | 14.828275 | 16.673028 | 15.649270 | 14.435019 | 0.7722 | 0.7586 | 0.1989 | 5.286055 | 4.455068 |
| 2459851 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459850 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.507505 | 10.027207 | 20.484899 | 21.214118 | 6.243060 | 13.295420 | -0.507776 | 9.556920 | 0.6414 | 0.6632 | 0.1890 | 3.133566 | 2.674038 |
| 2459849 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459848 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 27.986665 | 27.608595 | 2.800212 | 3.246449 | 4.014877 | 8.971015 | 2.434188 | 3.735577 | 0.6154 | 0.6611 | 0.2128 | 2.937848 | 2.610756 |
| 2459847 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 27.758870 | 28.871353 | 3.304444 | 3.017204 | 6.559398 | 16.311734 | 26.357800 | 32.949931 | 0.6183 | 0.6094 | 0.2895 | 3.649710 | 3.495081 |
| 2459846 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 23.906404 | 15.135903 | 1.671592 | 3.557778 | 12.661646 | 11.613998 | 12.610499 | 0.068879 | 0.7458 | 0.6598 | 0.3327 | 3.639624 | 3.789819 |
| 2459845 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 37.265146 | 20.620394 | 4.098079 | 7.067780 | 7.448025 | 24.556941 | 18.807368 | 53.361523 | 0.6468 | 0.7124 | 0.2603 | 3.353997 | 1.491647 |
| 2459844 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.360278 | 9.696247 | 3.195813 | 2.665840 | 0.942529 | 0.084265 | -0.869858 | 0.049044 | 0.0249 | 0.0247 | 0.0003 | nan | nan |
| 2459843 | RF_maintenance | 100.00% | 0.66% | 0.66% | 0.00% | 100.00% | 0.00% | 47.407932 | 4.508289 | 2.163426 | 5.195471 | 4.025041 | 8.072116 | 27.645746 | 123.954101 | 0.6506 | 0.7464 | 0.3498 | 4.132497 | 3.980561 |
| 2459839 | RF_maintenance | 100.00% | - | - | - | - | - | 12.275483 | 16.424300 | 111.401620 | 98.790208 | nan | nan | -29.231224 | -30.920487 | nan | nan | nan | nan | nan |
| 2459838 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 31.876068 | 32.205870 | 1.521535 | 1.063851 | 4.484820 | 6.653010 | 0.326768 | -0.313669 | 0.0975 | 0.0957 | 0.0124 | 1.241524 | 1.243185 |
| 2459836 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0326 | 0.0375 | 0.0008 | nan | nan |
| 2459835 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.691824 | -0.777760 | -0.650646 | -0.466687 | -0.352360 | -0.598096 | -0.133660 | 0.557886 | 0.0323 | 0.0368 | 0.0010 | nan | nan |
| 2459833 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 3.553846 | 2.416578 | -0.293589 | -0.592364 | 2.233617 | -0.004896 | -0.356334 | 0.814263 | 0.0287 | 0.0297 | 0.0006 | nan | nan |
| 2459832 | RF_maintenance | 100.00% | 0.00% | 67.20% | 0.00% | 100.00% | 0.00% | 51.419364 | 44.286418 | 1.280876 | 0.784676 | 2.330268 | 1.320983 | 1.204436 | -0.497536 | 0.6492 | 0.3950 | 0.3895 | 4.089397 | 3.269102 |
| 2459831 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.198557 | 1.044041 | -0.161707 | 0.677463 | 1.004664 | 0.602369 | -0.868663 | 1.164962 | 0.0327 | 0.0414 | 0.0006 | nan | nan |
| 2459830 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 51.617781 | 42.442836 | 2.199469 | 1.407979 | 11.538321 | 15.805875 | 33.376908 | 45.771914 | 0.0985 | 0.0943 | 0.0131 | 1.301359 | 1.294334 |
| 2459829 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 59.902570 | 22.803635 | 2.244033 | 1.400890 | 11.698670 | 25.821387 | 74.503435 | 105.353687 | 0.0960 | 0.0860 | 0.0099 | 0.000000 | 0.000000 |
| 2459828 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 50.657228 | 0.052921 | 2.534774 | 2.545347 | 8.399044 | 5.958020 | 53.846806 | 41.172779 | 0.0935 | 0.0834 | 0.0138 | 0.939388 | 0.929780 |
| 2459827 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 44.409247 | 18.752342 | 3.107224 | 2.127258 | 9.959728 | 18.971340 | 42.695678 | 141.560125 | 0.0978 | 0.0859 | 0.0101 | 1.355255 | 1.355418 |
| 2459826 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 41.707145 | 33.159303 | 2.898309 | 2.068498 | 11.267753 | 15.114198 | 35.271350 | 42.951242 | 0.0746 | 0.0646 | 0.0032 | 1.345798 | 1.336421 |
| 2459825 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 36.657307 | 36.042927 | 1.582191 | 1.321208 | 11.366703 | 10.404887 | 30.721768 | 17.472658 | 0.0961 | 0.0906 | 0.0112 | 1.303284 | 1.297986 |
| 2459824 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.458371 | 17.931443 | 2.316899 | 1.788111 | 27.583863 | 28.314938 | 36.000489 | 66.819590 | 0.0935 | 0.0916 | 0.0113 | 1.182401 | 1.198020 |
| 2459823 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 5.614933 | 34.502261 | 4.472487 | 3.036750 | 2.965655 | 6.329502 | 2.684937 | 25.283167 | 0.0787 | 0.0915 | 0.0154 | 1.187893 | 1.198302 |
| 2459822 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 47.445175 | 9.417852 | 3.531708 | 1.718797 | 6.528212 | 14.033363 | 36.953200 | 149.813000 | 0.0927 | 0.0872 | 0.0128 | 1.205605 | 1.200640 |
| 2459821 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 54.116616 | 7.806622 | 3.584681 | 1.914256 | 8.193912 | 14.575296 | 20.277179 | 65.395526 | 0.0887 | 0.0793 | 0.0111 | 1.178706 | 1.182502 |
| 2459820 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 50.023709 | 11.825752 | 2.999050 | 2.331469 | 23.830093 | 42.318394 | 45.266283 | 50.351544 | 0.6598 | 0.6564 | 0.3489 | 6.446926 | 4.374442 |
| 2459817 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 44.159946 | 14.713926 | 2.782155 | 0.586606 | 9.527108 | 18.106058 | 16.218602 | 51.048984 | 0.7565 | 0.6221 | 0.3797 | 9.448519 | 4.417932 |
| 2459816 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 32.557568 | 29.850488 | 2.322337 | 1.856119 | 13.446395 | 15.464851 | 38.597595 | 51.830294 | 0.7603 | 0.5425 | 0.4044 | 5.543261 | 4.011910 |
| 2459815 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 36.414833 | 30.598530 | 2.588430 | 2.009225 | 10.960552 | 12.446353 | 33.521336 | 42.781157 | 0.7440 | 0.6076 | 0.3509 | 8.593179 | 7.380487 |
| 2459814 | RF_maintenance | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 26.965591 | 1.351793 | 26.965591 | -0.597571 | 2.543254 | -0.020939 | 4.295773 | -0.160777 | 3.807299 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 27.169907 | 27.169907 | 1.226450 | 2.339074 | -0.569759 | 3.379700 | 0.152352 | 7.635334 | 0.615638 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 23.390740 | 23.390740 | 0.039656 | 2.230995 | -0.623959 | 3.131065 | -0.137800 | 8.427507 | 0.235595 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 21.913072 | 21.913072 | 1.596090 | 2.073101 | -0.547375 | 4.684100 | -0.255016 | 6.527635 | 1.881176 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 20.786267 | 20.786267 | 6.228232 | 1.974752 | -0.215740 | 5.125904 | 10.640436 | 7.973005 | 5.175829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 22.232542 | 22.232542 | 9.170158 | 1.994578 | -0.089003 | 3.186021 | 9.698871 | 11.641833 | 3.099082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 22.982493 | 12.371355 | 22.982493 | 0.053610 | 1.952262 | 10.651326 | 4.155813 | 10.999793 | 5.009750 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 22.379181 | 22.379181 | 13.748294 | 2.045769 | 0.085452 | 4.019804 | 10.425216 | 11.632296 | 2.984303 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 23.053170 | 23.053170 | 8.671259 | 2.061559 | -0.214090 | 4.445270 | 9.673785 | 4.999879 | 0.612877 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 23.337410 | 23.337410 | 0.607501 | 2.060411 | -0.571200 | 1.022781 | 0.430154 | 23.278371 | 3.841850 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 23.146935 | 23.146935 | 9.051647 | 2.323278 | -0.083476 | 1.485364 | 13.239252 | 7.155846 | 7.367349 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 24.781835 | 19.024363 | 17.773604 | 1.939625 | 0.351499 | 8.710222 | 10.095948 | 24.781835 | 3.742851 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 25.250327 | 10.757903 | 25.250327 | 0.014648 | 2.086725 | 11.795340 | 4.576285 | 5.498939 | 10.491707 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 25.330665 | 11.019160 | 25.330665 | -0.060666 | 2.041718 | 8.183457 | 4.157506 | 4.202444 | 7.291084 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 23.938647 | 8.713118 | 23.938647 | -0.080415 | 2.180356 | 14.352429 | 9.589611 | 2.534929 | 9.123658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 21.327405 | 21.327405 | 15.303299 | 1.995941 | 0.158919 | 6.038668 | 13.845890 | 6.835324 | 4.986511 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 21.598143 | 21.598143 | 9.349464 | 2.144007 | -0.273665 | 5.500422 | 14.671546 | 6.374573 | 5.245060 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 20.406173 | 20.406173 | 16.597625 | 1.987035 | 0.282099 | 6.151064 | 16.761025 | 14.945812 | 8.762355 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 26.057454 | 1.357328 | 26.057454 | -0.585143 | 2.546353 | 4.446570 | 2.598425 | -0.059215 | 4.341352 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 26.902212 | 26.902212 | 1.522818 | 2.044255 | -0.751106 | 5.435887 | -0.079237 | 5.348652 | 1.082944 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 26.765829 | 15.883962 | 26.765829 | 0.768621 | -0.038750 | 13.929570 | 5.385716 | 19.981154 | 6.480794 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 25.494299 | 25.494299 | 14.782136 | -0.218780 | 0.890751 | 3.603981 | 11.141786 | 15.700352 | 5.405993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 24.119619 | 12.949935 | 24.119619 | 0.814592 | -0.101153 | 18.053813 | 4.408726 | 1.521595 | 1.640745 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 38.249341 | 24.435290 | 2.704435 | -0.348332 | 0.452036 | 3.222504 | 4.506699 | 38.249341 | 20.709866 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 27.770514 | 7.864194 | 27.770514 | 0.295323 | -0.218881 | 17.884751 | 7.360887 | 3.301696 | 1.612140 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 38.279405 | 22.264168 | 11.732405 | -0.333006 | 1.013798 | 6.484469 | 16.454119 | 9.013938 | 38.279405 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 74.299131 | 23.247597 | 11.867956 | -0.464892 | 1.076472 | 5.861124 | 15.095786 | 20.943250 | 74.299131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 30.529156 | 13.093452 | 30.529156 | 0.834578 | -0.283094 | 9.632441 | 1.120911 | 2.441334 | 2.348532 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 52.312110 | 31.176155 | 13.685808 | 4.554277 | 3.134363 | 18.272781 | 13.937615 | 52.312110 | 35.672838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 30.831295 | 23.854867 | 6.235266 | -0.434851 | 0.332242 | 4.543396 | -0.768814 | 30.831295 | 1.981354 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 347.968139 | 24.219624 | 17.875420 | 4.094995 | 4.709367 | 9.668104 | 12.726181 | 347.968139 | 47.750258 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 73.330551 | 45.417459 | 17.534416 | 4.982901 | 2.862887 | 9.411089 | 1.878383 | 73.330551 | 9.367119 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 39.024831 | 20.409892 | 10.380643 | 5.570022 | 3.222706 | 25.012711 | 2.472157 | 39.024831 | 4.747493 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 160.239283 | 26.739937 | 12.881740 | 4.736612 | 3.447844 | 8.795996 | 7.585586 | 160.239283 | 7.060306 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 15.538562 | 15.538562 | 15.317379 | -0.496077 | 1.299403 | 6.806403 | 7.230880 | 3.653775 | 1.589393 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 56.633525 | 27.328342 | 28.856769 | 5.217870 | 11.204876 | 9.655592 | 5.755074 | 56.633525 | 39.040944 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 112.598276 | 25.118645 | 11.236429 | 5.221253 | 4.385819 | 31.167135 | 41.238380 | 29.381289 | 112.598276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 38.949876 | 9.548332 | 38.949876 | 2.660110 | 5.839770 | 6.385767 | 10.249734 | 7.450644 | 33.172534 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 54.003876 | 45.692904 | 18.574674 | 3.803323 | 2.991325 | 12.732157 | 24.799334 | 27.577895 | 54.003876 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 39.407733 | 19.765948 | 36.621271 | 3.405770 | 3.241585 | 10.422293 | 7.320303 | 18.925114 | 39.407733 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 35.579038 | 35.579038 | 12.164180 | 5.153518 | 2.128401 | 18.710458 | 3.642582 | 12.554568 | 1.643028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 30.154478 | 30.154478 | 11.122214 | 5.406301 | 3.067875 | 9.209941 | 7.271038 | 26.199168 | 2.503555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 39.673936 | 31.451099 | 39.673936 | 4.830826 | 4.067393 | 20.298430 | 9.119450 | 10.223153 | 2.194205 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 36.989794 | 36.989794 | 32.819746 | 7.036576 | 3.234976 | 4.905379 | 7.969451 | 7.196549 | 11.265560 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 96.698230 | 22.383363 | 35.433211 | 6.464819 | 5.166920 | 15.538428 | 16.293584 | 18.588584 | 96.698230 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 21.809575 | 8.127935 | 21.809575 | 2.768883 | 4.843382 | 9.898829 | 9.286629 | 5.359626 | 6.865613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 60.143143 | 30.109827 | 18.843558 | 3.631145 | 5.298118 | 9.517259 | 14.415151 | 60.143143 | 10.052815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 41.340523 | 2.012407 | 41.340523 | 1.440347 | 5.605064 | -0.711879 | 13.446474 | 1.925953 | 19.748635 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 48.231640 | 42.629714 | 1.723619 | 2.636401 | -0.143026 | 14.842638 | -0.720926 | 48.231640 | 1.935197 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 33.994112 | 1.165121 | 12.073752 | -1.417760 | -1.755987 | -0.796908 | 11.455882 | 1.932173 | 33.994112 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 34.603868 | 2.391496 | 34.603868 | 0.465397 | 3.179761 | -0.791451 | 6.027731 | 0.385141 | 0.819411 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 25.853558 | 25.853558 | 3.666432 | -0.786880 | -0.535740 | -0.454384 | 5.899780 | 1.586984 | 9.759158 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 24.164645 | 18.993451 | 24.164645 | 0.404340 | 2.305684 | 15.218353 | 6.242322 | 6.788571 | 0.727887 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 22.231453 | 10.263898 | 22.231453 | -0.108021 | -0.948708 | 8.533105 | -0.665369 | 16.258408 | 3.558566 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 24.927127 | 24.927127 | 7.004310 | -1.056592 | -0.365296 | -0.455477 | 10.033026 | 1.792792 | 3.812394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 6.197597 | 6.197597 | 1.597223 | -1.001313 | -0.075499 | 1.304172 | -0.155392 | 0.179008 | -0.803954 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 31.059501 | 31.059501 | 27.944837 | 0.892812 | 2.518300 | 2.801899 | 10.990049 | 5.198876 | 19.335556 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 28.981214 | 28.981214 | 20.220934 | 11.431200 | 7.608984 | 4.207450 | 10.086162 | 0.779364 | 2.857118 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Power | 18.774919 | 4.595312 | 11.632142 | 18.774919 | 17.235495 | 5.464044 | 5.877970 | 1.623325 | 0.173323 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Power | 22.664197 | 8.397500 | 10.072398 | 22.664197 | 21.579305 | 8.792060 | 4.639148 | -0.430664 | 0.643812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Power | 22.429981 | 7.967523 | 11.952485 | 22.429981 | 22.314322 | 14.828275 | 16.673028 | 15.649270 | 14.435019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Power | 21.214118 | 9.507505 | 10.027207 | 20.484899 | 21.214118 | 6.243060 | 13.295420 | -0.507776 | 9.556920 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 27.986665 | 27.608595 | 27.986665 | 3.246449 | 2.800212 | 8.971015 | 4.014877 | 3.735577 | 2.434188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 32.949931 | 28.871353 | 27.758870 | 3.017204 | 3.304444 | 16.311734 | 6.559398 | 32.949931 | 26.357800 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 23.906404 | 23.906404 | 15.135903 | 1.671592 | 3.557778 | 12.661646 | 11.613998 | 12.610499 | 0.068879 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 53.361523 | 20.620394 | 37.265146 | 7.067780 | 4.098079 | 24.556941 | 7.448025 | 53.361523 | 18.807368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 10.360278 | 10.360278 | 9.696247 | 3.195813 | 2.665840 | 0.942529 | 0.084265 | -0.869858 | 0.049044 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 123.954101 | 4.508289 | 47.407932 | 5.195471 | 2.163426 | 8.072116 | 4.025041 | 123.954101 | 27.645746 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Power | 111.401620 | 16.424300 | 12.275483 | 98.790208 | 111.401620 | nan | nan | -30.920487 | -29.231224 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 32.205870 | 32.205870 | 31.876068 | 1.063851 | 1.521535 | 6.653010 | 4.484820 | -0.313669 | 0.326768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 0.557886 | -0.777760 | -0.691824 | -0.466687 | -0.650646 | -0.598096 | -0.352360 | 0.557886 | -0.133660 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 3.553846 | 2.416578 | 3.553846 | -0.592364 | -0.293589 | -0.004896 | 2.233617 | 0.814263 | -0.356334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 51.419364 | 51.419364 | 44.286418 | 1.280876 | 0.784676 | 2.330268 | 1.320983 | 1.204436 | -0.497536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 1.164962 | 0.198557 | 1.044041 | -0.161707 | 0.677463 | 1.004664 | 0.602369 | -0.868663 | 1.164962 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 51.617781 | 51.617781 | 42.442836 | 2.199469 | 1.407979 | 11.538321 | 15.805875 | 33.376908 | 45.771914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 105.353687 | 22.803635 | 59.902570 | 1.400890 | 2.244033 | 25.821387 | 11.698670 | 105.353687 | 74.503435 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Temporal Discontinuties | 53.846806 | 0.052921 | 50.657228 | 2.545347 | 2.534774 | 5.958020 | 8.399044 | 41.172779 | 53.846806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 141.560125 | 44.409247 | 18.752342 | 3.107224 | 2.127258 | 9.959728 | 18.971340 | 42.695678 | 141.560125 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 42.951242 | 33.159303 | 41.707145 | 2.068498 | 2.898309 | 15.114198 | 11.267753 | 42.951242 | 35.271350 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | ee Shape | 36.657307 | 36.042927 | 36.657307 | 1.321208 | 1.582191 | 10.404887 | 11.366703 | 17.472658 | 30.721768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 66.819590 | 24.458371 | 17.931443 | 2.316899 | 1.788111 | 27.583863 | 28.314938 | 36.000489 | 66.819590 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | 34.502261 | 34.502261 | 5.614933 | 3.036750 | 4.472487 | 6.329502 | 2.965655 | 25.283167 | 2.684937 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 149.813000 | 47.445175 | 9.417852 | 3.531708 | 1.718797 | 6.528212 | 14.033363 | 36.953200 | 149.813000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 65.395526 | 7.806622 | 54.116616 | 1.914256 | 3.584681 | 14.575296 | 8.193912 | 65.395526 | 20.277179 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 50.351544 | 50.023709 | 11.825752 | 2.999050 | 2.331469 | 23.830093 | 42.318394 | 45.266283 | 50.351544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 51.048984 | 44.159946 | 14.713926 | 2.782155 | 0.586606 | 9.527108 | 18.106058 | 16.218602 | 51.048984 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 51.830294 | 29.850488 | 32.557568 | 1.856119 | 2.322337 | 15.464851 | 13.446395 | 51.830294 | 38.597595 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Temporal Discontinuties | 42.781157 | 30.598530 | 36.414833 | 2.009225 | 2.588430 | 12.446353 | 10.960552 | 42.781157 | 33.521336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | N02 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |